← muapi-nano-banana (Generative-Media-Skills)
muapi-nano-banana (Generative-Media-Skills) — agentic threat model
The muapi-nano-banana agent is a low-autonomy generative media skill whose primary risks stem from authenticated outbound API calls (financial exposure via paid MuAPI) and local file-writing capabilities.
OWASP AIVSS score rationale
| Autonomy of Action | 0.30 | |
| Goal-Driven Planning | 0.10 | |
| Self-Modification | 0.00 | |
| Dynamic Tool Use | 0.20 | |
| Persistent Memory | 0.00 | |
| Contextual Awareness | 0.10 | |
| Dynamic Identity | 0.10 | |
| Multi-Agent Interactions | 0.20 | |
| Non-Determinism | 0.60 | |
| Opacity & Reflexivity | 0.50 |
Scored with the canonical OWASP AIVSS formula (AIVSS calculator reference); agentic risk factors estimated from the agent’s described capabilities.
MAESTRO 7-layer threat model
Per-layer threats for this agent. Layers tagged “not certain from listing” are general, caveated commentary where the public description didn’t pin that layer.
Uses the Nano Banana (Gemini image) model. Primary threats include adversarial prompt injection to bypass safety filters (generating inappropriate/copyrighted content) and model output non-determinism.
Not certain from the listing — No explicit RAG, vector database, or training data operations are described. If input images are processed, there may be temporary data handling or privacy risks.
Not certain from the listing — The orchestration framework is unspecified. The primary risk at this layer is insecure tool integration regarding how the MuAPI client handles parameters and writes output files.
Not certain from the listing — Hosting and sandboxing details are omitted. Key threats include the exposure of MuAPI authentication secrets and potential directory traversal vulnerabilities during image file-writing operations.
Not certain from the listing — No evaluation, guardrails, or observability mechanisms are mentioned, creating blind spots for tracking API usage, cost anomalies, or abusive generation requests.
Not certain from the listing — While it makes authenticated outbound calls, the specific authorization policies, audit logging, and compliance controls are not detailed.
As 'one of the muapi-* media skills', it operates within a broader ecosystem. Threats include unauthorized chain-of-agent invocations or cascading failures if a parent orchestrator is compromised.
MAESTRO — the 7-layer agentic threat-modeling framework (Cloud Security Alliance / Ken Huang).